Surajit Chaudhuri
Orcid: 0000-0001-8252-5270Affiliations:
- Microsoft
According to our database1,
Surajit Chaudhuri
authored at least 261 papers
between 1987 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2005, "For contributions to database query processing and optimization.".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Proc. ACM Manag. Data, February, 2024
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations.
Proc. ACM Manag. Data, 2024
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning.
CoRR, 2024
2023
Proc. VLDB Endow., December, 2023
Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph.
Proc. VLDB Endow., 2023
Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples.
Proc. VLDB Endow., 2023
Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server.
Proc. VLDB Endow., 2023
Proc. VLDB Endow., 2023
Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
VLDB J., 2022
PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication.
Proc. VLDB Endow., 2022
DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning.
Proc. VLDB Endow., 2022
Proc. VLDB Endow., 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
2021
Auto-Pipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search.
Proc. VLDB Endow., 2021
Proc. VLDB Endow., 2021
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics.
Proc. VLDB Endow., 2021
Proc. VLDB Endow., 2021
DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems.
Proc. VLDB Endow., 2021
Found. Trends Databases, 2021
AutoPipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search.
CoRR, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
2020
Efficiently Approximating Selectivity Functions using Low Overhead Regression Models.
Proc. VLDB Endow., 2020
CoRR, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
The Next 5 Years: What Opportunities Should the Database Community Seize to Maximize its Impact?
Proceedings of the 2020 International Conference on Management of Data, 2020
2019
Proc. VLDB Endow., 2019
Proc. VLDB Endow., 2019
Proc. VLDB Endow., 2019
To do or not to do: extending SQL with integer linear programming?: technical perspective.
Commun. ACM, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Efficient Identification of Approximate Best Configuration of Training in Large Datasets.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proc. VLDB Endow., 2018
Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations.
Proc. VLDB Endow., 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
2017
SIGMOD Rec., 2017
Leveraging Re-costing for Online Optimization of Parameterized Queries with Guarantees.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
2016
Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics.
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
2015
Proc. VLDB Endow., 2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
2014
Proc. VLDB Endow., 2014
Proc. VLDB Endow., 2014
IEEE Data Eng. Bull., 2014
Proceedings of the International Conference on Management of Data, 2014
2013
A demonstration of SQLVM: performance isolation in multi-tenant relational database-as-a-service.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013
Proceedings of the 7th Alberto Mendelzon International Workshop on Foundations of Data Management, 2013
2012
Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques.
Proc. VLDB Endow., 2012
IEEE Data Eng. Bull., 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
InfoGather: entity augmentation and attribute discovery by holistic matching with web tables.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012
Proceedings of the 31st ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
2011
IEEE Trans. Knowl. Data Eng., 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011
2010
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 26th International Conference on Data Engineering, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proc. VLDB Endow., 2009
Technical perspective - Relational query optimization: data management meets statistical estimation.
Commun. ACM, 2009
Proceedings of the 18th International Conference on World Wide Web, 2009
Proceedings of the 18th International Conference on World Wide Web, 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Bridging the application and DBMS divide using static analysis and dynamic profiling.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the First International Workshop on Keyword Search on Structured Data, 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the 25th International Conference on Data Engineering, 2009
Proceedings of the EDBT 2009, 2009
2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the Database Systems for Advanced Applications, 2008
Proceedings of the 14th International Conference on Management of Data, 2008
2007
ACM Trans. Database Syst., 2007
ACM Trans. Database Syst., 2007
Report on the Second International Workshop on Self-Managing Database Systems (SMDB 2007).
IEEE Data Eng. Bull., 2007
Bridging the Application and DBMS Profiling Divide for Database Application Developers.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
2006
ACM Trans. Database Syst., 2006
IEEE Trans. Knowl. Data Eng., 2006
IEEE Data Eng. Bull., 2006
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
2005
IEEE Trans. Knowl. Data Eng., 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005
2004
ACM Trans. Database Syst., 2004
IEEE Trans. Knowl. Data Eng., 2004
IEEE Trans. Knowl. Data Eng., 2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the 20th International Conference on Data Engineering, 2004
Selectivity Estimation for String Predicates: Overcoming the Underestimation Problem.
Proceedings of the 20th International Conference on Data Engineering, 2004
2003
Proceedings of 29th International Conference on Very Large Data Bases, 2003
Proceedings of 29th International Conference on Very Large Data Bases, 2003
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003
Proceedings of the 19th International Conference on Data Engineering, 2003
Proceedings of the 19th International Conference on Data Engineering, 2003
Proceedings of the 19th International Conference on Data Engineering, 2003
Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003
2002
Top-k selection queries over relational databases: Mapping strategies and performance evaluation.
ACM Trans. Database Syst., 2002
IEEE Trans. Knowl. Data Eng., 2002
Proceedings of 28th International Conference on Very Large Data Bases, 2002
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002
Self-Tuning Database Systems.
Proceedings of the International Database Engineering & Applications Symposium, 2002
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002
2001
IEEE Trans. Knowl. Data Eng., 2001
IEEE Trans. Knowl. Data Eng., 2001
A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001
Proceedings of the 17th International Conference on Data Engineering, 2001
Proceedings of the 17th International Conference on Data Engineering, 2001
2000
KDD-99: The Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
SIGKDD Explor., 2000
Review - Integrating Mining with Relational Database Systems: Alternatives and Implications.
ACM SIGMOD Digit. Rev., 2000
ACM SIGMOD Digit. Rev., 2000
ACM SIGMOD Digit. Rev., 2000
Review - Of Nests and Trees: A Unified Approach to Processing Queries That Contain Nested Subqueries, Aggregates, and Quantifiers.
ACM SIGMOD Digit. Rev., 2000
Proceedings of the VLDB 2000, 2000
Rethinking Database System Architecture: Towards a Self-Tuning RISC-Style Database System.
Proceedings of the VLDB 2000, 2000
Proceedings of the VLDB 2000, 2000
Proceedings of the Nineteenth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2000
1999
ACM Trans. Database Syst., 1999
Proceedings of the VLDB'99, 1999
Proceedings of the SIGMOD 1999, 1999
Proceedings of the 15th International Conference on Data Engineering, 1999
Proceedings of the 15th International Conference on Data Engineering, 1999
1998
IEEE Data Eng. Bull., 1998
Proceedings of the SIGMOD 1998, 1998
Proceedings of the SIGMOD 1998, 1998
Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1998
On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
Proceedings of the Fourteenth International Conference on Data Engineering, 1998
1997
J. Comput. Syst. Sci., 1997
Data Cube: A Relational Aggregation Operator Generalizing Group-by, Cross-Tab, and Sub Totals.
Data Min. Knowl. Discov., 1997
Proceedings of the VLDB'97, 1997
Proceedings of the SIGMOD 1997, 1997
Proceedings of the Thirteenth International Conference on Data Engineering, 1997
Proceedings of the Deductive and Object-Oriented Databases, 5th International Conference, 1997
Issues in Decision Support over SQL Databases.
Proceedings of the Workshop on Research Issues on Data Mining and Knowledge Discovery, 1997
1996
Database Research: Lead, Follow, or Get Out of the Way? - Panel Abstract.
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996
Proceedings of the Advances in Database Technology, 1996
1995
IEEE Data Eng. Bull., 1995
Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, 1995
Proceedings of the Eleventh International Conference on Data Engineering, 1995
1994
On the Complexity of Equivalence between Recursive and Nonrecursive Datalog Programs.
Proceedings of the Thirteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1994
1993
Proceedings of the 19th International Conference on Very Large Data Bases, 1993
Proceedings of the Twelfth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1993
1992
Finding Nonrecursive Envelopes for Datalog Predicates.
Proceedings of the Workshop on Deductive Databases held in conjunction with the Joint International Conference and Symposium on Logic Programming, 1992
1991
Proceedings of the Tenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1991
1990
Proceedings of the Sixth International Conference on Data Engineering, 1990
Database Types: A Plea for Simplicity (A Naive Semantics of Subtyping).
Proceedings of the Object-Oriented Databases: Analysis, 1990
1988
Proceedings of the Fourteenth International Conference on Very Large Data Bases, August 29, 1988
1987
Proceedings of the GWAI-87, 11th German Workshop on Artificial Intelligence, Geseke, Germany, September 28, 1987